Overview

Brought to you by YData

Dataset statistics

Number of variables	23
Number of observations	72831
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	13.3 MiB
Average record size in memory	192.0 B

Variable types

DateTime	1
Categorical	4
Numeric	16
Boolean	2

Alerts

`Cloud3pm` is highly overall correlated with `Sunshine`	High correlation
`MaxTemp` is highly overall correlated with `MinTemp` and 2 other fields	High correlation
`MinTemp` is highly overall correlated with `MaxTemp` and 2 other fields	High correlation
`Pressure3pm` is highly overall correlated with `Pressure9am`	High correlation
`Pressure9am` is highly overall correlated with `Pressure3pm`	High correlation
`Sunshine` is highly overall correlated with `Cloud3pm`	High correlation
`Temp3pm` is highly overall correlated with `MaxTemp` and 2 other fields	High correlation
`Temp9am` is highly overall correlated with `MaxTemp` and 2 other fields	High correlation
`WindGustSpeed` is highly overall correlated with `WindSpeed3pm`	High correlation
`WindSpeed3pm` is highly overall correlated with `WindGustSpeed`	High correlation
`Rainfall` has 50945 (69.9%) zeros	Zeros
`WindSpeed9am` has 3018 (4.1%) zeros	Zeros
`Cloud9am` has 3752 (5.2%) zeros	Zeros
`Cloud3pm` has 2067 (2.8%) zeros	Zeros

Reproduction

Analysis started	2024-12-19 16:18:21.024032
Analysis finished	2024-12-19 16:18:50.405574
Duration	29.38 seconds
Software version	ydata-profiling vv4.12.1
Download configuration	config.json

Date
Date

Distinct	3361
Distinct (%)	4.6%
Missing	0
Missing (%)	0.0%
Memory size	1.1 MiB

Minimum	2007-11-01 00:00:00
Maximum	2017-06-25 00:00:00
Invalid dates	0
Invalid dates (%)	0.0%

Histogram with fixed size bins (bins=50)

Location
Categorical

Distinct	49
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.1 MiB

Brisbane	2434
Cairns	2381
Darwin	2289
GoldCoast	2276
Townsville	2245
Other values (44)	61206

Length

Max length	16
Median length	11
Mean length	8.7626972
Min length	4

Characters and Unicode

Total characters	638196
Distinct characters	40
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Albury
2nd row	Albury
3rd row	Albury
4th row	Albury
5th row	Albury

Common Values

Value	Count	Frequency (%)
Brisbane	2434	3.3%
Cairns	2381	3.3%
Darwin	2289	3.1%
GoldCoast	2276	3.1%
Townsville	2245	3.1%
Newcastle	2213	3.0%
CoffsHarbour	2197	3.0%
NorfolkIsland	2165	3.0%
Sydney	2105	2.9%
SalmonGums	1945	2.7%
Other values (39)	50581	69.4%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
brisbane	2434	3.3%
cairns	2381	3.3%
darwin	2289	3.1%
goldcoast	2276	3.1%
townsville	2245	3.1%
newcastle	2213	3.0%
coffsharbour	2197	3.0%
norfolkisland	2165	3.0%
sydney	2105	2.9%
salmongums	1945	2.7%
Other values (39)	50581	69.4%

Most occurring characters

Value	Count	Frequency (%)
r	57341	9.0%
a	56790	8.9%
e	53988	8.5%
o	53508	8.4%
n	44866	7.0%
l	40908	6.4%
i	35869	5.6%
t	28345	4.4%
s	22643	3.5%
d	19634	3.1%
Other values (30)	224304	35.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	638196	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
r	57341	9.0%
a	56790	8.9%
e	53988	8.5%
o	53508	8.4%
n	44866	7.0%
l	40908	6.4%
i	35869	5.6%
t	28345	4.4%
s	22643	3.5%
d	19634	3.1%
Other values (30)	224304	35.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	638196	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
r	57341	9.0%
a	56790	8.9%
e	53988	8.5%
o	53508	8.4%
n	44866	7.0%
l	40908	6.4%
i	35869	5.6%
t	28345	4.4%
s	22643	3.5%
d	19634	3.1%
Other values (30)	224304	35.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	638196	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
r	57341	9.0%
a	56790	8.9%
e	53988	8.5%
o	53508	8.4%
n	44866	7.0%
l	40908	6.4%
i	35869	5.6%
t	28345	4.4%
s	22643	3.5%
d	19634	3.1%
Other values (30)	224304	35.1%

MinTemp
Real number (ℝ)

High correlation

Distinct	317
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	13.926436

Minimum	-3.6
Maximum	29.1
Zeros	6
Zeros (%)	< 0.1%
Negative	115
Negative (%)	0.2%
Memory size	1.1 MiB

Quantile statistics

Minimum	-3.6
5-th percentile	5.4
Q1	10.1
median	13.7
Q3	17.8
95-th percentile	23
Maximum	29.1
Range	32.7
Interquartile range (IQR)	7.7

Descriptive statistics

Standard deviation	5.3161439
Coefficient of variation (CV)	0.38173039
Kurtosis	-0.506853
Mean	13.926436
Median Absolute Deviation (MAD)	3.8
Skewness	0.063170575
Sum	1014276.3
Variance	28.261386
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
13	576	0.8%
13.9	536	0.7%
13.2	536	0.7%
12	534	0.7%
13.4	520	0.7%
12.8	519	0.7%
12.5	519	0.7%
13.3	517	0.7%
13.5	515	0.7%
11	515	0.7%
Other values (307)	67544	92.7%

Value	Count	Frequency (%)
-3.6	1	< 0.1%
-3.4	1	< 0.1%
-3.3	2	< 0.1%
-3.2	1	< 0.1%
-3.1	2	< 0.1%
-2.8	2	< 0.1%
-2.5	3	< 0.1%
-2.4	1	< 0.1%
-2.3	1	< 0.1%
-2.1	2	< 0.1%

Value	Count	Frequency (%)
29.1	1	< 0.1%
28.6	1	< 0.1%
28.5	1	< 0.1%
28.3	3	< 0.1%
28.2	3	< 0.1%
28.1	1	< 0.1%
28	4	< 0.1%
27.9	4	< 0.1%
27.7	1	< 0.1%
27.6	3	< 0.1%

MaxTemp
Real number (ℝ)

High correlation

Distinct	317
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	25.145822

Minimum	10.2
Maximum	44.9
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.1 MiB

Quantile statistics

Minimum	10.2
5-th percentile	17.5
Q1	21
median	24.8
Q3	28.9
95-th percentile	34
Maximum	44.9
Range	34.7
Interquartile range (IQR)	7.9

Descriptive statistics

Standard deviation	5.1428218
Coefficient of variation (CV)	0.20451993
Kurtosis	-0.58947246
Mean	25.145822
Median Absolute Deviation (MAD)	3.9
Skewness	0.31769373
Sum	1831395.4
Variance	26.448616
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
25	559	0.8%
22.2	536	0.7%
20	534	0.7%
21.2	522	0.7%
20.8	522	0.7%
23.4	522	0.7%
22	521	0.7%
24.8	515	0.7%
20.4	515	0.7%
22.5	511	0.7%
Other values (307)	67574	92.8%

Value	Count	Frequency (%)
10.2	1	< 0.1%
10.4	1	< 0.1%
10.6	1	< 0.1%
10.8	1	< 0.1%
11	1	< 0.1%
11.1	2	< 0.1%
11.4	2	< 0.1%
11.7	1	< 0.1%
11.8	2	< 0.1%
11.9	2	< 0.1%

Value	Count	Frequency (%)
44.9	1	< 0.1%
44.8	1	< 0.1%
44.6	1	< 0.1%
44.4	1	< 0.1%
44.1	1	< 0.1%
43.9	1	< 0.1%
43.6	1	< 0.1%
43.5	3	< 0.1%
43.1	1	< 0.1%
42.9	1	< 0.1%

Rainfall
Real number (ℝ)

Zeros

Distinct	424
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.5650874

Minimum	0
Maximum	240
Zeros	50945
Zeros (%)	69.9%
Negative	0
Negative (%)	0.0%
Memory size	1.1 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0.2
95-th percentile	8.8
Maximum	240
Range	240
Interquartile range (IQR)	0.2

Descriptive statistics

Standard deviation	6.0940669
Coefficient of variation (CV)	3.8937551
Kurtosis	179.88644
Mean	1.5650874
Median Absolute Deviation (MAD)	0
Skewness	10.186843
Sum	113986.88
Variance	37.137651
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	50945	69.9%
0.2	4005	5.5%
0.4	1827	2.5%
0.6	1188	1.6%
0.8	921	1.3%
2.349974074	820	1.1%
1	773	1.1%
1.2	687	0.9%
1.4	609	0.8%
1.6	513	0.7%
Other values (414)	10543	14.5%

Value	Count	Frequency (%)
0	50945	69.9%
0.1	66	0.1%
0.2	4005	5.5%
0.3	22	< 0.1%
0.4	1827	2.5%
0.5	24	< 0.1%
0.6	1188	1.6%
0.7	4	< 0.1%
0.8	921	1.3%
0.9	8	< 0.1%

Value	Count	Frequency (%)
240	1	< 0.1%
183.4	1	< 0.1%
182.6	1	< 0.1%
170.4	1	< 0.1%
165.2	1	< 0.1%
159.8	1	< 0.1%
157.8	1	< 0.1%
157.6	1	< 0.1%
156.8	1	< 0.1%
147.8	1	< 0.1%

Evaporation
Real number (ℝ)

Distinct	102
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	5.365343

Minimum	0
Maximum	10
Zeros	42
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	1.1 MiB

Quantile statistics

Minimum	0
5-th percentile	2.2
Q1	4.8
median	5.4698242
Q3	5.6
95-th percentile	8.4
Maximum	10
Range	10
Interquartile range (IQR)	0.8

Descriptive statistics

Standard deviation	1.7027512
Coefficient of variation (CV)	0.31736111
Kurtosis	0.90642716
Mean	5.365343
Median Absolute Deviation (MAD)	0.33017578
Skewness	-0.11517675
Sum	390763.3
Variance	2.8993618
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
5.469824216	31986	43.9%
4	2109	2.9%
8	1896	2.6%
5	1259	1.7%
6	1225	1.7%
5.4	1172	1.6%
6.6	1149	1.6%
5.8	1148	1.6%
5.6	1142	1.6%
6.2	1128	1.5%
Other values (92)	28617	39.3%

Value	Count	Frequency (%)
0	42	0.1%
0.1	2	< 0.1%
0.2	72	0.1%
0.3	4	< 0.1%
0.4	115	0.2%
0.5	3	< 0.1%
0.6	189	0.3%
0.7	6	< 0.1%
0.8	209	0.3%
0.9	4	< 0.1%

Value	Count	Frequency (%)
10	390	0.5%
9.9	2	< 0.1%
9.8	330	0.5%
9.7	3	< 0.1%
9.6	381	0.5%
9.5	5	< 0.1%
9.4	384	0.5%
9.3	6	< 0.1%
9.2	439	0.6%
9.1	4	< 0.1%

Sunshine
Real number (ℝ)

High correlation

Distinct	142
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	8.0049889

Minimum	0
Maximum	14
Zeros	435
Zeros (%)	0.6%
Negative	0
Negative (%)	0.0%
Memory size	1.1 MiB

Quantile statistics

Minimum	0
5-th percentile	3
Q1	7.6248531
median	7.6248531
Q3	9.4
95-th percentile	12.1
Maximum	14
Range	14
Interquartile range (IQR)	1.7751469

Descriptive statistics

Standard deviation	2.4457232
Coefficient of variation (CV)	0.30552487
Kurtosis	1.6358003
Mean	8.0049889
Median Absolute Deviation (MAD)	0.27514689
Skewness	-0.61024456
Sum	583011.35
Variance	5.9815622
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
7.624853113	34722	47.7%
10.7	784	1.1%
10.8	727	1.0%
11	701	1.0%
10.5	690	0.9%
10.9	677	0.9%
10.6	648	0.9%
10.3	643	0.9%
11.1	639	0.9%
9.8	623	0.9%
Other values (132)	31977	43.9%

Value	Count	Frequency (%)
0	435	0.6%
0.1	113	0.2%
0.2	136	0.2%
0.3	131	0.2%
0.4	101	0.1%
0.5	108	0.1%
0.6	91	0.1%
0.7	117	0.2%
0.8	92	0.1%
0.9	105	0.1%

Value	Count	Frequency (%)
14	10	< 0.1%
13.9	11	< 0.1%
13.8	38	0.1%
13.7	43	0.1%
13.6	97	0.1%
13.5	85	0.1%
13.4	146	0.2%
13.3	174	0.2%
13.2	244	0.3%
13.1	269	0.4%

WindGustDir
Categorical

Distinct	16
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.1 MiB

W	10362
SE	5366
SSE	4890
E	4854
ENE	4565
Other values (11)	42794

Length

Max length	3
Median length	2
Mean length	2.1127679
Min length	1

Characters and Unicode

Total characters	153875
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	W
2nd row	WNW
3rd row	WSW
4th row	W
5th row	WNW

Common Values

Value	Count	Frequency (%)
W	10362	14.2%
SE	5366	7.4%
SSE	4890	6.7%
E	4854	6.7%
ENE	4565	6.3%
S	4469	6.1%
SW	4347	6.0%
WSW	4214	5.8%
NE	4173	5.7%
SSW	4139	5.7%
Other values (6)	21452	29.5%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
w	10362	14.2%
se	5366	7.4%
sse	4890	6.7%
e	4854	6.7%
ene	4565	6.3%
s	4469	6.1%
sw	4347	6.0%
wsw	4214	5.8%
ne	4173	5.7%
ssw	4139	5.7%
Other values (6)	21452	29.5%

Most occurring characters

Value	Count	Frequency (%)
W	41404	26.9%
S	40337	26.2%
E	39620	25.7%
N	32514	21.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	153875	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
W	41404	26.9%
S	40337	26.2%
E	39620	25.7%
N	32514	21.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	153875	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
W	41404	26.9%
S	40337	26.2%
E	39620	25.7%
N	32514	21.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	153875	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
W	41404	26.9%
S	40337	26.2%
E	39620	25.7%
N	32514	21.1%

WindGustSpeed
Real number (ℝ)

High correlation

Distinct	59
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	39.931142

Minimum	9
Maximum	135
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.1 MiB

Quantile statistics

Minimum	9
5-th percentile	24
Q1	31
median	39
Q3	46
95-th percentile	61
Maximum	135
Range	126
Interquartile range (IQR)	15

Descriptive statistics

Standard deviation	11.403924
Coefficient of variation (CV)	0.28558973
Kurtosis	1.9089976
Mean	39.931142
Median Absolute Deviation (MAD)	7
Skewness	0.94807464
Sum	2908225
Variance	130.04949
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
39.98429166	5791	8.0%
35	5250	7.2%
39	4964	6.8%
31	4638	6.4%
37	4596	6.3%
33	4486	6.2%
41	4114	5.6%
30	3679	5.1%
43	3547	4.9%
28	3222	4.4%
Other values (49)	28544	39.2%

Value	Count	Frequency (%)
9	5	< 0.1%
11	11	< 0.1%
13	59	0.1%
15	150	0.2%
17	271	0.4%
19	503	0.7%
20	823	1.1%
22	1042	1.4%
24	1792	2.5%
26	2249	3.1%

Value	Count	Frequency (%)
135	1	< 0.1%
122	1	< 0.1%
120	1	< 0.1%
113	1	< 0.1%
107	4	< 0.1%
106	1	< 0.1%
104	2	< 0.1%
102	10	< 0.1%
100	5	< 0.1%
98	10	< 0.1%

WindDir9am
Categorical

Distinct	16
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.1 MiB

N	9067
SE	5667
SSE	5595
S	4910
E	4573
Other values (11)	43019

Length

Max length	3
Median length	2
Mean length	2.1309058
Min length	1

Characters and Unicode

Total characters	155196
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	W
2nd row	NNW
3rd row	W
4th row	ENE
5th row	W

Common Values

Value	Count	Frequency (%)
N	9067	12.4%
SE	5667	7.8%
SSE	5595	7.7%
S	4910	6.7%
E	4573	6.3%
SW	4360	6.0%
NW	4359	6.0%
ESE	4201	5.8%
W	4019	5.5%
SSW	4012	5.5%
Other values (6)	22068	30.3%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
n	9067	12.4%
se	5667	7.8%
sse	5595	7.7%
s	4910	6.7%
e	4573	6.3%
sw	4360	6.0%
nw	4359	6.0%
ese	4201	5.8%
w	4019	5.5%
ssw	4012	5.5%
Other values (6)	22068	30.3%

Most occurring characters

Value	Count	Frequency (%)
S	41723	26.9%
N	39696	25.6%
E	39590	25.5%
W	34187	22.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	155196	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
S	41723	26.9%
N	39696	25.6%
E	39590	25.5%
W	34187	22.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	155196	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
S	41723	26.9%
N	39696	25.6%
E	39590	25.5%
W	34187	22.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	155196	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
S	41723	26.9%
N	39696	25.6%
E	39590	25.5%
W	34187	22.0%

WindDir3pm
Categorical

Distinct	16
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.1 MiB

SE	8559
NE	5129
SSE	4797
E	4737
ENE	4706
Other values (11)	44903

Length

Max length	3
Median length	2
Mean length	2.2059013
Min length	1

Characters and Unicode

Total characters	160658
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	WNW
2nd row	WSW
3rd row	WSW
4th row	NW
5th row	W

Common Values

Value	Count	Frequency (%)
SE	8559	11.8%
NE	5129	7.0%
SSE	4797	6.6%
E	4737	6.5%
ENE	4706	6.5%
ESE	4672	6.4%
S	4643	6.4%
W	4622	6.3%
SW	4409	6.1%
WSW	4370	6.0%
Other values (6)	22187	30.5%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
se	8559	11.8%
ne	5129	7.0%
sse	4797	6.6%
e	4737	6.5%
ene	4706	6.5%
ese	4672	6.4%
s	4643	6.4%
w	4622	6.3%
sw	4409	6.1%
wsw	4370	6.0%
Other values (6)	22187	30.5%

Most occurring characters

Value	Count	Frequency (%)
E	45433	28.3%
S	43285	26.9%
W	36617	22.8%
N	35323	22.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	160658	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
E	45433	28.3%
S	43285	26.9%
W	36617	22.8%
N	35323	22.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	160658	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
E	45433	28.3%
S	43285	26.9%
W	36617	22.8%
N	35323	22.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	160658	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
E	45433	28.3%
S	43285	26.9%
W	36617	22.8%
N	35323	22.0%

WindSpeed9am
Real number (ℝ)

Zeros

Distinct	33
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	14.089066

Minimum	0
Maximum	57
Zeros	3018
Zeros (%)	4.1%
Negative	0
Negative (%)	0.0%
Memory size	1.1 MiB

Quantile statistics

Minimum	0
5-th percentile	2
Q1	7
median	13
Q3	19
95-th percentile	30
Maximum	57
Range	57
Interquartile range (IQR)	12

Descriptive statistics

Standard deviation	8.3775601
Coefficient of variation (CV)	0.59461431
Kurtosis	0.90723741
Mean	14.089066
Median Absolute Deviation (MAD)	6
Skewness	0.73602792
Sum	1026120.8
Variance	70.183513
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=33)

Value	Count	Frequency (%)
9	7177	9.9%
13	6926	9.5%
11	6117	8.4%
17	5728	7.9%
15	5626	7.7%
7	5465	7.5%
6	4619	6.3%
19	4597	6.3%
20	4139	5.7%
4	3377	4.6%
Other values (23)	19060	26.2%

Value	Count	Frequency (%)
0	3018	4.1%
2	2156	3.0%
4	3377	4.6%
6	4619	6.3%
7	5465	7.5%
9	7177	9.9%
11	6117	8.4%
13	6926	9.5%
14.001988	882	1.2%
15	5626	7.7%

Value	Count	Frequency (%)
57	6	< 0.1%
56	22	< 0.1%
54	11	< 0.1%
52	35	< 0.1%
50	35	< 0.1%
48	38	0.1%
46	88	0.1%
44	73	0.1%
43	99	0.1%
41	144	0.2%

WindSpeed3pm
Real number (ℝ)

High correlation

Distinct	37
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	19.348591

Minimum	0
Maximum	65
Zeros	333
Zeros (%)	0.5%
Negative	0
Negative (%)	0.0%
Memory size	1.1 MiB

Quantile statistics

Minimum	0
5-th percentile	7
Q1	13
median	19
Q3	24
95-th percentile	33
Maximum	65
Range	65
Interquartile range (IQR)	11

Descriptive statistics

Standard deviation	8.3696137
Coefficient of variation (CV)	0.43256968
Kurtosis	0.60386707
Mean	19.348591
Median Absolute Deviation (MAD)	6
Skewness	0.54019728
Sum	1409177.2
Variance	70.050434
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=37)

Value	Count	Frequency (%)
17	6409	8.8%
20	6308	8.7%
19	5994	8.2%
13	5971	8.2%
15	5763	7.9%
24	4940	6.8%
22	4729	6.5%
11	4479	6.1%
9	4179	5.7%
28	3686	5.1%
Other values (27)	20373	28.0%

Value	Count	Frequency (%)
0	333	0.5%
2	313	0.4%
4	904	1.2%
6	1476	2.0%
7	2369	3.3%
9	4179	5.7%
11	4479	6.1%
13	5971	8.2%
15	5763	7.9%
17	6409	8.8%

Value	Count	Frequency (%)
65	8	< 0.1%
63	1	< 0.1%
61	10	< 0.1%
59	4	< 0.1%
57	13	< 0.1%
56	21	< 0.1%
54	28	< 0.1%
52	32	< 0.1%
50	73	0.1%
48	65	0.1%

Humidity9am
Real number (ℝ)

Distinct	62
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	65.639528

Minimum	30
Maximum	90
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.1 MiB

Quantile statistics

Minimum	30
5-th percentile	43
Q1	57
median	66
Q3	75
95-th percentile	86
Maximum	90
Range	60
Interquartile range (IQR)	18

Descriptive statistics

Standard deviation	12.97843
Coefficient of variation (CV)	0.19772278
Kurtosis	-0.47261101
Mean	65.639528
Median Absolute Deviation (MAD)	9
Skewness	-0.28285368
Sum	4780592.5
Variance	168.43964
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
65	2116	2.9%
68	2053	2.8%
67	2042	2.8%
69	2034	2.8%
66	2011	2.8%
64	1998	2.7%
70	1985	2.7%
63	1956	2.7%
71	1952	2.7%
62	1925	2.6%
Other values (52)	52759	72.4%

Value	Count	Frequency (%)
30	112	0.2%
31	134	0.2%
32	151	0.2%
33	148	0.2%
34	199	0.3%
35	243	0.3%
36	268	0.4%
37	248	0.3%
38	328	0.5%
39	351	0.5%

Value	Count	Frequency (%)
90	672	0.9%
89	823	1.1%
88	798	1.1%
87	911	1.3%
86	902	1.2%
85	1063	1.5%
84	1124	1.5%
83	1191	1.6%
82	1315	1.8%
81	1334	1.8%

Humidity3pm
Real number (ℝ)

Distinct	62
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	48.784011

Minimum	20
Maximum	80
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.1 MiB

Quantile statistics

Minimum	20
5-th percentile	24
Q1	37
median	50
Q3	60
95-th percentile	74
Maximum	80
Range	60
Interquartile range (IQR)	23

Descriptive statistics

Standard deviation	15.00211
Coefficient of variation (CV)	0.30752105
Kurtosis	-0.8695459
Mean	48.784011
Median Absolute Deviation (MAD)	12
Skewness	-0.0023303222
Sum	3552988.3
Variance	225.06331
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
51.48260609	2340	3.2%
52	1590	2.2%
51	1583	2.2%
57	1563	2.1%
55	1559	2.1%
53	1558	2.1%
54	1523	2.1%
56	1518	2.1%
59	1516	2.1%
50	1513	2.1%
Other values (52)	56568	77.7%

Value	Count	Frequency (%)
20	680	0.9%
21	729	1.0%
22	798	1.1%
23	880	1.2%
24	870	1.2%
25	971	1.3%
26	1020	1.4%
27	1039	1.4%
28	1084	1.5%
29	1067	1.5%

Value	Count	Frequency (%)
80	406	0.6%
79	454	0.6%
78	474	0.7%
77	485	0.7%
76	563	0.8%
75	594	0.8%
74	682	0.9%
73	644	0.9%
72	807	1.1%
71	859	1.2%

Pressure9am
Real number (ℝ)

High correlation

Distinct	252
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1016.5817

Minimum	1000
Maximum	1025
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.1 MiB

Quantile statistics

Minimum	1000
5-th percentile	1007.8
Q1	1013.6
median	1017.6538
Q3	1019.9
95-th percentile	1023.7
Maximum	1025
Range	25
Interquartile range (IQR)	6.3

Descriptive statistics

Standard deviation	4.7388154
Coefficient of variation (CV)	0.0046615196
Kurtosis	-0.044828625
Mean	1016.5817
Median Absolute Deviation (MAD)	3.1462416
Skewness	-0.53043811
Sum	74038660
Variance	22.456372
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1017.653758	7788	10.7%
1017.9	521	0.7%
1016.4	510	0.7%
1018	507	0.7%
1017.8	502	0.7%
1017.3	500	0.7%
1017.7	495	0.7%
1019.4	492	0.7%
1019.1	490	0.7%
1018.7	489	0.7%
Other values (242)	60537	83.1%

Value	Count	Frequency (%)
1000	5	< 0.1%
1000.1	7	< 0.1%
1000.2	3	< 0.1%
1000.3	5	< 0.1%
1000.4	2	< 0.1%
1000.5	3	< 0.1%
1000.6	4	< 0.1%
1000.7	7	< 0.1%
1000.8	8	< 0.1%
1000.9	4	< 0.1%

Value	Count	Frequency (%)
1025	279	0.4%
1024.9	268	0.4%
1024.8	242	0.3%
1024.7	242	0.3%
1024.6	276	0.4%
1024.5	253	0.3%
1024.4	296	0.4%
1024.3	271	0.4%
1024.2	288	0.4%
1024.1	268	0.4%

Pressure3pm
Real number (ℝ)

High correlation

Distinct	253
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1014.1048

Minimum	1000
Maximum	1025
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.1 MiB

Quantile statistics

Minimum	1000
5-th percentile	1005.4
Q1	1011
median	1015.2
Q3	1017.4
95-th percentile	1021.3
Maximum	1025
Range	25
Interquartile range (IQR)	6.4

Descriptive statistics

Standard deviation	4.7575276
Coefficient of variation (CV)	0.0046913571
Kurtosis	-0.22141813
Mean	1014.1048
Median Absolute Deviation (MAD)	3.2
Skewness	-0.41751561
Sum	73858265
Variance	22.634069
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1015.258204	7758	10.7%
1015.7	513	0.7%
1015.5	502	0.7%
1015.6	501	0.7%
1015.4	498	0.7%
1015.3	496	0.7%
1015.8	493	0.7%
1015.2	488	0.7%
1013.4	487	0.7%
1017.1	486	0.7%
Other values (243)	60609	83.2%

Value	Count	Frequency (%)
1000	17	< 0.1%
1000.1	23	< 0.1%
1000.2	26	< 0.1%
1000.3	22	< 0.1%
1000.4	29	< 0.1%
1000.5	31	< 0.1%
1000.6	19	< 0.1%
1000.7	26	< 0.1%
1000.8	30	< 0.1%
1000.9	29	< 0.1%

Value	Count	Frequency (%)
1025	8	< 0.1%
1024.9	8	< 0.1%
1024.8	15	< 0.1%
1024.7	9	< 0.1%
1024.6	19	< 0.1%
1024.5	20	< 0.1%
1024.4	27	< 0.1%
1024.3	27	< 0.1%
1024.2	33	< 0.1%
1024.1	22	< 0.1%

Cloud9am
Real number (ℝ)

Zeros

Distinct	10
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.2896867

Minimum	0
Maximum	8
Zeros	3752
Zeros (%)	5.2%
Negative	0
Negative (%)	0.0%
Memory size	1.1 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	3
median	4.4371894
Q3	6
95-th percentile	8
Maximum	8
Range	8
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	2.1788913
Coefficient of variation (CV)	0.50793716
Kurtosis	-0.61984288
Mean	4.2896867
Median Absolute Deviation (MAD)	1.4371894
Skewness	-0.25897529
Sum	312422.17
Variance	4.7475671
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
4.437189392	27819	38.2%
7	10018	13.8%
1	8798	12.1%
8	4797	6.6%
6	4554	6.3%
2	3901	5.4%
0	3752	5.2%
3	3411	4.7%
5	3201	4.4%
4	2580	3.5%

Value	Count	Frequency (%)
0	3752	5.2%
1	8798	12.1%
2	3901	5.4%
3	3411	4.7%
4	2580	3.5%
4.437189392	27819	38.2%
5	3201	4.4%
6	4554	6.3%
7	10018	13.8%
8	4797	6.6%

Value	Count	Frequency (%)
8	4797	6.6%
7	10018	13.8%
6	4554	6.3%
5	3201	4.4%
4.437189392	27819	38.2%
4	2580	3.5%
3	3411	4.7%
2	3901	5.4%
1	8798	12.1%
0	3752	5.2%

Cloud3pm
Real number (ℝ)

High correlation Zeros

Distinct	10
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.3045771

Minimum	0
Maximum	8
Zeros	2067
Zeros (%)	2.8%
Negative	0
Negative (%)	0.0%
Memory size	1.1 MiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	3
median	4.5031669
Q3	5
95-th percentile	8
Maximum	8
Range	8
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	2.0095743
Coefficient of variation (CV)	0.46684594
Kurtosis	-0.40717762
Mean	4.3045771
Median Absolute Deviation (MAD)	0.5031669
Skewness	-0.26188836
Sum	313506.66
Variance	4.038389
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
4.5031669	29731	40.8%
1	8664	11.9%
7	8619	11.8%
6	4688	6.4%
2	4317	5.9%
3	4123	5.7%
5	3815	5.2%
8	3798	5.2%
4	3009	4.1%
0	2067	2.8%

Value	Count	Frequency (%)
0	2067	2.8%
1	8664	11.9%
2	4317	5.9%
3	4123	5.7%
4	3009	4.1%
4.5031669	29731	40.8%
5	3815	5.2%
6	4688	6.4%
7	8619	11.8%
8	3798	5.2%

Value	Count	Frequency (%)
8	3798	5.2%
7	8619	11.8%
6	4688	6.4%
5	3815	5.2%
4.5031669	29731	40.8%
4	3009	4.1%
3	4123	5.7%
2	4317	5.9%
1	8664	11.9%
0	2067	2.8%

Temp9am
Real number (ℝ)

High correlation

Distinct	202
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	18.985961

Minimum	10
Maximum	30
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.1 MiB

Quantile statistics

Minimum	10
5-th percentile	11.8
Q1	15.2
median	18.5
Q3	22.4
95-th percentile	27.7
Maximum	30
Range	20
Interquartile range (IQR)	7.2

Descriptive statistics

Standard deviation	4.7867786
Coefficient of variation (CV)	0.25212201
Kurtosis	-0.73062848
Mean	18.985961
Median Absolute Deviation (MAD)	3.6
Skewness	0.28941882
Sum	1382766.5
Variance	22.913249
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
17	619	0.8%
16	591	0.8%
16.5	582	0.8%
16.6	581	0.8%
17.8	568	0.8%
15.2	565	0.8%
17.6	565	0.8%
17.2	562	0.8%
17.5	561	0.8%
15.4	550	0.8%
Other values (192)	67087	92.1%

Value	Count	Frequency (%)
10	158	0.2%
10.1	143	0.2%
10.2	145	0.2%
10.3	140	0.2%
10.4	151	0.2%
10.5	171	0.2%
10.6	154	0.2%
10.7	168	0.2%
10.8	202	0.3%
10.9	175	0.2%

Value	Count	Frequency (%)
30	129	0.2%
29.9	111	0.2%
29.8	115	0.2%
29.7	126	0.2%
29.6	119	0.2%
29.5	125	0.2%
29.4	145	0.2%
29.3	118	0.2%
29.2	139	0.2%
29.1	136	0.2%

Temp3pm
Real number (ℝ)

High correlation

Distinct	269
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	23.570073

Minimum	15
Maximum	43.8
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.1 MiB

Quantile statistics

Minimum	15
5-th percentile	16.3
Q1	19.7
median	23
Q3	27
95-th percentile	32.2
Maximum	43.8
Range	28.8
Interquartile range (IQR)	7.3

Descriptive statistics

Standard deviation	4.9031708
Coefficient of variation (CV)	0.20802527
Kurtosis	-0.47981511
Mean	23.570073
Median Absolute Deviation (MAD)	3.6
Skewness	0.39932671
Sum	1716632
Variance	24.041084
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
21.68723497	1840	2.5%
20	575	0.8%
23	565	0.8%
19	545	0.7%
22.6	537	0.7%
21.9	534	0.7%
22	530	0.7%
21	529	0.7%
19.4	520	0.7%
21.5	518	0.7%
Other values (259)	66138	90.8%

Value	Count	Frequency (%)
15	276	0.4%
15.1	227	0.3%
15.2	244	0.3%
15.3	229	0.3%
15.4	234	0.3%
15.5	242	0.3%
15.6	264	0.4%
15.7	237	0.3%
15.8	281	0.4%
15.9	273	0.4%

Value	Count	Frequency (%)
43.8	1	< 0.1%
43.5	3	< 0.1%
42.8	1	< 0.1%
42.7	1	< 0.1%
42.5	1	< 0.1%
41.3	2	< 0.1%
41.2	1	< 0.1%
41.1	2	< 0.1%
40.9	1	< 0.1%
40.8	1	< 0.1%

RainToday
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	640.1 KiB

False	60603
True	12228

Value	Count	Frequency (%)
False	60603	83.2%
True	12228	16.8%

RainTomorrow
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	640.1 KiB

False	60513
True	12318

Value	Count	Frequency (%)
False	60513	83.1%
True	12318	16.9%

Interactions

Correlations

	Cloud3pm	Cloud9am	Evaporation	Humidity3pm	Humidity9am	Location	MaxTemp	MinTemp	Pressure3pm	Pressure9am	RainToday	RainTomorrow	Rainfall	Sunshine	Temp3pm	Temp9am	WindDir3pm	WindDir9am	WindGustDir	WindGustSpeed	WindSpeed3pm	WindSpeed9am
Cloud3pm	1.000	0.460	-0.082	0.258	0.177	0.284	-0.113	0.059	-0.055	-0.100	0.157	0.229	0.151	-0.505	-0.145	-0.029	0.051	0.044	0.054	0.076	0.008	0.046
Cloud9am	0.460	1.000	-0.056	0.265	0.275	0.306	-0.127	0.131	-0.036	-0.094	0.176	0.172	0.193	-0.472	-0.124	-0.031	0.050	0.050	0.063	0.064	0.043	0.040
Evaporation	-0.082	-0.056	1.000	-0.101	-0.214	0.267	0.365	0.301	-0.162	-0.157	0.172	0.067	-0.170	0.191	0.344	0.356	0.065	0.068	0.066	0.092	0.089	0.061
Humidity3pm	0.258	0.265	-0.101	1.000	0.484	0.224	-0.204	0.332	0.007	-0.063	0.227	0.284	0.270	-0.269	-0.261	0.179	0.096	0.058	0.070	-0.025	0.125	0.005
Humidity9am	0.177	0.275	-0.214	0.484	1.000	0.121	-0.116	0.103	0.004	-0.028	0.293	0.181	0.322	-0.251	-0.101	-0.111	0.044	0.046	0.042	-0.144	-0.088	-0.226
Location	0.284	0.306	0.267	0.224	0.121	1.000	0.243	0.274	0.210	0.199	0.103	0.097	0.026	0.278	0.228	0.265	0.231	0.207	0.261	0.162	0.188	0.198
MaxTemp	-0.113	-0.127	0.365	-0.204	-0.116	0.243	1.000	0.642	-0.371	-0.271	0.151	0.079	-0.170	0.213	0.956	0.814	0.110	0.114	0.120	-0.041	-0.025	-0.108
MinTemp	0.059	0.131	0.301	0.332	0.103	0.274	0.642	1.000	-0.327	-0.339	0.138	0.126	0.112	-0.001	0.612	0.868	0.121	0.090	0.113	0.072	0.136	0.092
Pressure3pm	-0.055	-0.036	-0.162	0.007	0.004	0.210	-0.371	-0.327	1.000	0.932	0.115	0.191	-0.057	0.004	-0.339	-0.358	0.103	0.075	0.090	-0.201	-0.128	-0.030
Pressure9am	-0.100	-0.094	-0.157	-0.063	-0.028	0.199	-0.271	-0.339	0.932	1.000	0.170	0.181	-0.141	0.046	-0.234	-0.326	0.090	0.072	0.081	-0.254	-0.173	-0.091
RainToday	0.157	0.176	0.172	0.227	0.293	0.103	0.151	0.138	0.115	0.170	1.000	0.179	0.251	0.157	0.138	0.064	0.102	0.145	0.099	0.113	0.064	0.102
RainTomorrow	0.229	0.172	0.067	0.284	0.181	0.097	0.079	0.126	0.191	0.181	0.179	1.000	0.087	0.256	0.082	0.069	0.118	0.099	0.105	0.186	0.076	0.058
Rainfall	0.151	0.193	-0.170	0.270	0.322	0.026	-0.170	0.112	-0.057	-0.141	0.251	0.087	1.000	-0.176	-0.164	-0.037	0.008	0.014	0.006	0.112	0.064	0.103
Sunshine	-0.505	-0.472	0.191	-0.269	-0.251	0.278	0.213	-0.001	0.004	0.046	0.157	0.256	-0.176	1.000	0.231	0.127	0.069	0.064	0.063	-0.045	0.055	0.003
Temp3pm	-0.145	-0.124	0.344	-0.261	-0.101	0.228	0.956	0.612	-0.339	-0.234	0.138	0.082	-0.164	0.231	1.000	0.773	0.117	0.115	0.122	-0.073	-0.049	-0.111
Temp9am	-0.029	-0.031	0.356	0.179	-0.111	0.265	0.814	0.868	-0.358	-0.326	0.064	0.069	-0.037	0.127	0.773	1.000	0.128	0.097	0.123	0.026	0.125	0.017
WindDir3pm	0.051	0.050	0.065	0.096	0.044	0.231	0.110	0.121	0.103	0.090	0.102	0.118	0.008	0.069	0.117	0.128	1.000	0.184	0.338	0.081	0.067	0.067
WindDir9am	0.044	0.050	0.068	0.058	0.046	0.207	0.114	0.090	0.075	0.072	0.145	0.099	0.014	0.064	0.115	0.097	0.184	1.000	0.218	0.059	0.060	0.115
WindGustDir	0.054	0.063	0.066	0.070	0.042	0.261	0.120	0.113	0.090	0.081	0.099	0.105	0.006	0.063	0.122	0.123	0.338	0.218	1.000	0.101	0.065	0.073
WindGustSpeed	0.076	0.064	0.092	-0.025	-0.144	0.162	-0.041	0.072	-0.201	-0.254	0.113	0.186	0.112	-0.045	-0.073	0.026	0.081	0.059	0.101	1.000	0.617	0.498
WindSpeed3pm	0.008	0.043	0.089	0.125	-0.088	0.188	-0.025	0.136	-0.128	-0.173	0.064	0.076	0.064	0.055	-0.049	0.125	0.067	0.060	0.065	0.617	1.000	0.455
WindSpeed9am	0.046	0.040	0.061	0.005	-0.226	0.198	-0.108	0.092	-0.030	-0.091	0.102	0.058	0.103	0.003	-0.111	0.017	0.067	0.115	0.073	0.498	0.455	1.000

Missing values

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

Sample

	Date	Location	MinTemp	MaxTemp	Rainfall	Evaporation	Sunshine	WindGustDir	WindGustSpeed	WindDir9am	WindDir3pm	WindSpeed9am	WindSpeed3pm	Humidity9am	Humidity3pm	Pressure9am	Pressure3pm	Cloud9am	Cloud3pm	Temp9am	Temp3pm	RainToday	RainTomorrow
0	2008-12-01	Albury	13.4	22.9	0.600000	5.469824	7.624853	W	44.0	W	WNW	20.000000	24.0	71.0	22.0	1007.7	1007.1	8.000000	4.503167	16.9	21.8	No	No
1	2008-12-02	Albury	7.4	25.1	0.000000	5.469824	7.624853	WNW	44.0	NNW	WSW	4.000000	22.0	44.0	25.0	1010.6	1007.8	4.437189	4.503167	17.2	24.3	No	No
2	2008-12-03	Albury	12.9	25.7	0.000000	5.469824	7.624853	WSW	46.0	W	WSW	19.000000	26.0	38.0	30.0	1007.6	1008.7	4.437189	2.000000	21.0	23.2	No	No
4	2008-12-05	Albury	17.5	32.3	1.000000	5.469824	7.624853	W	41.0	ENE	NW	7.000000	20.0	82.0	33.0	1010.8	1006.0	7.000000	8.000000	17.8	29.7	No	No
5	2008-12-06	Albury	14.6	29.7	0.200000	5.469824	7.624853	WNW	56.0	W	W	19.000000	24.0	55.0	23.0	1009.2	1005.4	4.437189	4.503167	20.6	28.9	No	No
9	2008-12-10	Albury	13.1	30.1	1.400000	5.469824	7.624853	W	28.0	S	SSE	15.000000	11.0	58.0	27.0	1007.0	1005.7	4.437189	4.503167	20.1	28.2	Yes	No
10	2008-12-11	Albury	13.4	30.4	0.000000	5.469824	7.624853	N	30.0	SSE	ESE	17.000000	6.0	48.0	22.0	1011.8	1008.7	4.437189	4.503167	20.4	28.8	No	Yes
13	2008-12-14	Albury	12.6	21.0	3.600000	5.469824	7.624853	SW	44.0	W	SSW	24.000000	20.0	65.0	43.0	1001.2	1001.8	4.437189	7.000000	15.8	19.8	Yes	No
14	2008-12-16	Albury	9.8	27.7	2.349974	5.469824	7.624853	WNW	50.0	N	WNW	14.001988	22.0	50.0	28.0	1013.4	1010.3	0.000000	4.503167	17.3	26.2	No	No
16	2008-12-18	Albury	13.5	22.9	16.800000	5.469824	7.624853	W	63.0	N	WNW	6.000000	20.0	80.0	65.0	1005.8	1002.2	8.000000	1.000000	18.0	21.5	Yes	Yes

	Date	Location	MinTemp	MaxTemp	Rainfall	Evaporation	Sunshine	WindGustDir	WindGustSpeed	WindDir9am	WindDir3pm	WindSpeed9am	WindSpeed3pm	Humidity9am	Humidity3pm	Pressure9am	Pressure3pm	Cloud9am	Cloud3pm	Temp9am	Temp3pm	RainToday	RainTomorrow
142161	2017-05-24	Uluru	10.1	26.7	0.0	5.469824	7.624853	E	41.0	ESE	E	22.0	17.0	55.0	29.0	1022.6	1018.6	4.437189	4.503167	14.8	25.7	No	No
142162	2017-05-25	Uluru	14.6	26.3	0.0	5.469824	7.624853	S	37.0	SSW	S	19.0	20.0	61.0	36.0	1022.0	1018.6	7.000000	1.000000	15.4	25.0	No	No
142163	2017-05-26	Uluru	14.3	27.6	0.4	5.469824	7.624853	WNW	39.0	N	NW	0.0	20.0	68.0	27.0	1020.5	1016.1	4.000000	7.000000	16.1	27.2	No	No
142165	2017-05-28	Uluru	8.0	24.6	0.0	5.469824	7.624853	E	33.0	SE	ESE	11.0	13.0	46.0	25.0	1021.7	1018.8	4.000000	4.503167	13.8	23.5	No	No
142166	2017-05-29	Uluru	12.7	22.2	0.0	5.469824	7.624853	E	37.0	E	ESE	19.0	13.0	59.0	34.0	1024.3	1021.7	8.000000	8.000000	13.9	21.0	No	No
142184	2017-06-16	Uluru	5.2	24.3	0.0	5.469824	7.624853	E	24.0	SE	E	11.0	11.0	53.0	24.0	1023.8	1020.0	4.437189	4.503167	12.3	23.3	No	No
142189	2017-06-21	Uluru	2.8	23.4	0.0	5.469824	7.624853	E	31.0	SE	ENE	13.0	11.0	51.0	24.0	1024.6	1020.3	4.437189	4.503167	10.1	22.4	No	No
142190	2017-06-22	Uluru	3.6	25.3	0.0	5.469824	7.624853	NNW	22.0	SE	N	13.0	9.0	56.0	21.0	1023.5	1019.1	4.437189	4.503167	10.9	24.5	No	No
142191	2017-06-23	Uluru	5.4	26.9	0.0	5.469824	7.624853	N	37.0	SE	WNW	9.0	9.0	53.0	24.0	1021.0	1016.8	4.437189	4.503167	12.5	26.1	No	No
142192	2017-06-24	Uluru	7.8	27.0	0.0	5.469824	7.624853	SE	28.0	SSE	N	13.0	7.0	51.0	24.0	1019.4	1016.5	3.000000	2.000000	15.1	26.0	No	No

Overview

Variables

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Interactions

Correlations

Missing values

Sample